feat: ML ETL extraction, subscription admin dashboard, loyalty rewards, and group billing - #1055
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August 26, 2026 23:50
…ing, OpenAPI 3.1 SDK generation, and auth strategies - Refactor smart contract into modular library submodules delegating to SubTrackrSubscription (Issue Smartdevs17#971) - Enhance error handling with domain error types, status codes, user messages, and recovery hints (Issue Smartdevs17#972) - Update OpenAPI 3.1 specification and automated SDK endpoint generator script (Issue Smartdevs17#973) - Expand modular authentication middleware with strategy ordering and route level authorization (Issue Smartdevs17#974)
…ling strategy, and context state management Fixes Smartdevs17#966 Fixes Smartdevs17#967 Fixes Smartdevs17#969 Fixes Smartdevs17#970
…ty rewards & group billing (Smartdevs17#968, Smartdevs17#965, Smartdevs17#962, Smartdevs17#960)
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Summary & Description
This Pull Request delivers production-ready implementations resolving four outstanding issues across the SubTrackr platform:
Extract ML Service Feature Pipeline Into Standalone ETL Module
ChurnPredictionModelinml-service/models.pyto extract features via theChurnSignalExtractorfrom theetl/module.ml-service/model_registry.pyand API endpoints inml-service/main.pywithETLPipeline.ml-service/etl/tests/test_pipeline.py.Subscription Admin Dashboard With Management Capabilities
src/screens/AdminDashboardScreen.tsxwith role-based controls (admin,analyst,support).backend/services/shared/auditService.ts).src/services/__tests__/adminDashboardService.test.ts.Subscription Loyalty Program With Points and Rewards
contracts/subscription/src/loyalty.rs).src/store/gamificationStore.ts.src/store/__tests__/gamificationStore.test.ts.Subscription Group Plans With Member Management
backend/services/billing/groupBilling.ts, including member role assignments, seat limit enforcement, usage pooling, and billing overrides.src/services/__tests__/groupBilling.test.ts.Closing Issues
Closes #968
Closes #965
Closes #962
Closes #960
Verification & Testing
npx jest src/services/__tests__/groupBilling.test.ts src/services/__tests__/adminDashboardService.test.ts src/store/__tests__/gamificationStore.test.ts(All 45 tests passed).PYTHONPATH=ml-service python3 -m unittest discover ml-service/etl/tests(All 10 tests passed).